Every CPG founder I have ever met has said some version of the following: "the retailer is stealing from us."
I understand why they would feel that way. A remittance check comes in short. There is a reason code you have never seen. The number is big enough to hurt. Nobody on your team can explain it in under a week. It feels like theft.
After 20 years in CPG - running my own brand and working with hundreds of them at Promomash - I can tell you what that feeling costs. It sends brand teams looking in all the wrong places. And the number that proves it is one most deduction vendors would rather not talk about: the deduction recovery rate.
Let's define what a deduction recovery rate is, because this is where most of the confusion starts.
Your deduction recovery rate is the total amount of dollars you recover from disputed deductions, divided by the total dollars taken as deductions. If a retailer takes $1,000,000 in deductions over a year and you successfully recover $50,000, your recovery rate is 5 percent.
That is not the same as your dispute win rate, which is the share of deductions you chose to fight that you won back. And it is not the same as the invalid share, which is an estimate of how many deductions should never have been taken. Vendors quote all three, often in the same paragraph, and without differentiating or defining each one. Keep the three separate and most of these scary stats stop making sense.
At Promomash, my team disputes deductions for hundreds of brands representing over $3B in managed trade spend. Across all of them, our average deduction recovery rate is 4 to 6 percent of deduction dollars.
Let that sink in. For every dollar a retailer or distributor took from our clients, roughly 94 to 96 cents was money the brand had already agreed to spend. A scan-down. A temporary price reduction. A slotting fee. An off-shelf display the broker committed to in the field. The spend was real. It was planned, or it should have been. Then it was forgotten, and when it landed on a remittance, someone called it theft.
But the average is not the interesting part. The spread is.
The brands we work with that run tight operations and have good retail partners recover about 2 to 3 percent of their deduction dollars. But the brands with messy planning, unmanaged brokers, and contracts nobody has read since signing recover 10 percent or more.
Same team at Promomash. Same dispute process. The difference is entirely the brand.
That is why I say a high deduction recovery rate is a symptom, not a win. If your deduction team looks like heroes every quarter, the money they are recovering is money your own operation let out the door in the first place.
The first time I saw this clearly was with a frozen ice cream brand that would not accept a 2 percent recovery rate. They were convinced we were missing something. So we went through their numbers line by line, and they were squeaky clean. The plan was entered, the contracts were known, the deductions matched the promotions. There was nothing to recover because nothing had gone wrong. Instead of high-fiving their team, they kept pushing for a bigger number.
But the mark of a great trade program is not recovering deductions - it's not having them in the first place. Every invalid deduction you eventually win back is money you loaned to your customer, interest free, for five months. That is the real robbery.
If you've read anything about deduction management in the last five years, you've probably seen a claim that 40 to 60 percent of deductions are invalid. It's a great sales line, but not related to trade spend.
Once you separate the different deduction buckets, the conservative and most widely repeated estimate is that 90 to 95 percent of deduction value is legitimate, with only 5 to 10 percent being invalid. The Credit Research Foundation, which runs the industry's benchmarking surveys, has put total deductions at 10 to 20 percent of revenue, and other published estimates land in the same 5 to 10 percent invalid range, with roughly 40 percent of companies reporting invalid rates above 10 percent.
Where does the bigger number live? In the other kind of deduction. The Credit Research Foundation and Attain Consulting have long drawn the line between two categories: a) deductions tied to trade promotions and allowances, and b) chargebacks tied to supply chain and logistics failures like labeling, fill rates, and on-time delivery. Consumer packaged goods brands are hit mostly by the first type. Apparel and soft goods are hit mostly by the second.
Published playbooks that break deductions down by category tell the same story. Trade and promotional deductions are estimated to be 70 to 80 percent valid. Shortage and damage claims flip: 60 to 70 percent of them are estimated to overstate the shortfall or reflect receiving errors at the retailer's warehouse. Pricing discrepancies and compliance chargebacks sit in between. The 40 to 60 percent figure that gets quoted at conferences traces largely to a single vendor playbook and sits at the aggressive end of the range.
So both are true at once: compliance chargebacks and shortage claims are often wrong, and you should fight them hard; trade deductions are mostly right, and the money was yours to begin with.
One more caveat, and it should be said: there is no public, industry-wide benchmark for any of this. Every number above is a vendor or consultant estimate. The only figures in this article that come from actual disputes, actually won, are the numbers I stated from the work we do at Promomash.
The instinct is to assume a low recovery rate means a weak deduction team. In our experience, it means the opposite. It means there was almost nothing invalid to recover.
Here's what a tightly run brand does differently. The promotion is planned and entered before it runs, not after the deduction shows up. The broker's field commitments make it back onto the plan. Somebody has read the distributor contract and knows which fees are in it. Accruals are set against the whole plan, not the half of it that sales remembered to enter.
So when that brand gets a deduction, it's almost always valid and expected. The deduction team confirms it, codes it back to the event, and moves on. There is nothing to dispute because there is nothing wrong.
Now here's what happens with brands that are not as organized. One example: a client at $50 million in annual revenue, running trade through its brokers. Sales believed the plan in the system was the entire plan. So Finance set accruals off of that plan. But then the deductions landed: slotting fees and off-shelf display commitments the brokers had agreed to in the field, somewhere between $80,000 and $150,000 in fees that were entirely missed. Finance blamed sales. Sales blamed the platform. The platform worked off of what it was told - it just wasn't told everything.
Every one of those missed deductions were valid. Not one of them was expected. That gap, valid but unexpected, is where most of the "theft" in this industry actually lives.
I have a name for the environment that produces this gap: a Swiss cheese environment. Syndicated data says one thing. Consumption data says another. POS, warehouse depletions, and direct sales all disagree. Contracts signed three years ago are full of fees nobody has looked at since. Holes everywhere. And the holes are not because of the retailer's or the distributor's error. That honor belongs to the brand.
When a client tells me the distributor is stealing from them, I usually give them some version of this explanation. As much as everyone wants to think that their distributor is a branch of the Gambino crime family, most of the time they are doing you a favor. They are deducting what you owe so you won't have to cut a check. Sure, a few deductions will be questionable and you go after those. But what you actually want is a clean deduction book, not an empty one.
A clean book means your plan, your contracts, and your remittances all say the same thing. A messy book means you are about to spend the next five months finding out what you agreed to.
If your deduction recovery rate is running at 10 percent or higher, here is where I would look, in order:
Your distributor and retailer contracts. Most of the "surprise" fees we uncover during onboarding were in a contract the whole time. Admin fees, freight allowances, spoilage allowances, marketing program fees. The brand signed for them and never built them into the plan.
Your broker commitments. Brokers commit to displays, features, and slotting in the field because that is their job. If there is no process that gets those commitments into the plan within days, they will show up months later as deductions that look like theft.
Your planning and accruals. If finance is accruing against a plan that sales knows is incomplete, every quarter will end with a surprise. The deduction is not the problem. The accrual was wrong the day it was set.
Your shortage and compliance claims. This is the one bucket where a high dispute rate is healthy. If retailer receiving errors are inflating your shortages, you should be recovering that money and you should be proud of it. Just do not confuse it with your trade spend.
Just because most deductions are correct doesn't mean you roll over. Some deductions are truly not legitimate - and you should dispute every single one unapologetically:
Fight them hard. Document everything. Respect the filing deadlines, because most retailers close the window after 6 to 12 months - and a late dispute is a written-off dispute. But when the dust settles, they should be a small share of the dollars. The rest was yours to spend, and you spent it.
You don't need to buy software or pay a consultant to find out whether your brand has its stuff together when it comes to deductions. You just need one afternoon and a remittance file.
If bucket B is bigger than bucket C, you don't have a retailer or distributor problem - you have an ownership problem. And no deduction tool on earth will fix that for you. Stop asking what the retailer is taking. Start asking what you agreed to spend.
As you can probably tell from this article, and for the reasons explained, a high deduction recovery rate is not part of our sales pitch at Promomash. Our deduction team does not work the way most deduction teams do. Recovering money is the smallest part of the job. The bigger, more important part is making sure the deduction never happens again.
Every deduction we clear gets coded back to the promotion, the contract, or the field commitment that caused it, so the client can see exactly where their money went and why. That feeds a deduction insights report we walk through with every client on a weekly call.
The conversation on those calls is not simply "here is what we recovered." It's "here is the fee in your UNFI contract that you didn't know about," "here is the broker who committed to three displays that were never entered," and "here is what you need to change so this doesn't happen again."
The team on those calls has seen thousands of deduction books. They know what a clean one looks like, and they know what the messy ones have in common. That is the difference between a deduction vendor and a trade partner, and it's why our best clients have the lowest recovery rates.
A snake bite doesn't kill you. The venom does.
One deduction won't kill your brand. The venom is your team not reading the fine print, not getting the broker's commitments onto the plan, and not fixing the thing that caused the deduction in the first place. That runs through the business for years, one remittance at a time, while everyone continues to blame the retailer.
Stop asking what the retailer is taking. Start asking what you agreed to spend.